Arkadiusz Kwasigroch

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 12

Top Topics

Decision Support

Top Venues

J. Artif. Intell. Soft Comput. Res.

Publications

Jakub Buler, Rafal Buler, Maciej Bobowicz, Maria Ferlin, Marlena Rygusik, Arkadiusz Kwasigroch, Michal Grochowski
Interpretable deep learning approach for classification of breast cancer - a comparative analysis of multiple instance learning models. MMAR (2023)
Maria Ferlin, Zuzanna Klawikowska, Julia Niemierko, Malgorzata Grzywinska, Arkadiusz Kwasigroch, Edyta Szurowska, Michal Grochowski
Trustworthy Applications of ML Algorithms in Medicine - Discussion and Preliminary Results for a Problem of Small Vessels Disease Diagnosis. DPS (2022)
Sylwia Majchrowska, Agnieszka Mikolajczyk, Maria Ferlin, Zuzanna Klawikowska, Marta A. Plantykow, Arkadiusz Kwasigroch, Karol Majek
Waste detection in Pomerania: non-profit project for detecting waste in environment. CoRR (2021)
Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch
Towards Explainable Classifiers Using the Counterfactual Approach - Global Explanations for Discovering Bias in Data. J. Artif. Intell. Soft Comput. Res. 11 (1) (2021)
Arkadiusz Kwasigroch, Michal Grochowski, Agnieszka Mikolajczyk
Neural Architecture Search for Skin Lesion Classification. IEEE Access 8 (2020)
Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch
Global explanations for discovering bias in data. CoRR (2020)
Arkadiusz Kwasigroch, Michal Grochowski, Mateusz Mikolajczyk
Deep neural network architecture search using network morphism. MMAR (2019)
Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch
Optimal Selection of Input Features and an Acompanying Neural Network Structure for the Classification Purposes - Skin Lesions Case Study. MMAR (2018)
Agnieszka Mikolajczyk, Arkadiusz Kwasigroch, Michal Grochowski
Intelligent system supporting diagnosis of malignant melanoma. KKA (2017)
Arkadiusz Kwasigroch, Agnieszka Mikolajczyk, Michal Grochowski
Deep convolutional neural networks as a decision support tool in medical problems - malignant melanoma case study. KKA (2017)
Arkadiusz Kwasigroch, Agnieszka Mikolajczyk, Michal Grochowski
Deep neural networks approach to skin lesions classification - A comparative analysis. MMAR (2017)
Arkadiusz Kwasigroch, Michal Grochowski
Evolving neural network as a decision support system - Controller for a game of "2048" case study. MMAR (2016)